Saddle PE Report

Dataset statistics

Number of variables	81
Number of observations	158
Missing cells	1136
Missing cells (%)	8.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	169.2 KiB
Average record size in memory	1.1 KiB

Variable types

BOOL	53
NUM	15
UNSUPPORTED	8
CAT	5

Reproduction

Analysis started	2020-07-08 00:23:20.067051
Analysis finished	2020-07-08 00:23:57.119461
Duration	37.05 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`Both Dilation and Dysfunction` is highly correlated with `RV Hypokinesis/Dysfunction`	High correlation
`RV Hypokinesis/Dysfunction` is highly correlated with `Both Dilation and Dysfunction`	High correlation
`Pressors` is highly correlated with `ACLS`	High correlation
`ACLS` is highly correlated with `Pressors`	High correlation
`Temp <96.8 F` has 7 (4.4%) missing values	Missing
`Temp (F)` has 8 (5.1%) missing values	Missing
`O2 <90% RA` has 4 (2.5%) missing values	Missing
`O2 Sat RA` has 14 (8.9%) missing values	Missing
`Acute DVT (deep venous thrombosis), 3 = chronic` has 40 (25.3%) missing values	Missing
`Proximal Component to the DVT` has 95 (60.1%) missing values	Missing
`Elevated BNP` has 79 (50.0%) missing values	Missing
`Elevated Troponin` has 26 (16.5%) missing values	Missing
`RV Dilation` has 78 (49.4%) missing values	Missing
`RV Hypokinesis/Dysfunction` has 78 (49.4%) missing values	Missing
`Both Dilation and Dysfunction` has 78 (49.4%) missing values	Missing
`Inconclusive (RV not well visualized)` has 79 (50.0%) missing values	Missing
`RVSP (mmHg)` has 76 (48.1%) missing values	Missing
`Arrhythmia` has 10 (6.3%) missing values	Missing
`Type of Arrhythmia` has 130 (82.3%) missing values	Missing
`< 6 hours from CTA read to administration of tpa or EKOS` has 145 (91.8%) missing values	Missing
`<24 hours from CTA read to administration of tpA or EKOS` has 145 (91.8%) missing values	Missing
`Readmitted to IP <30 days` has 5 (3.2%) missing values	Missing
`Discharged with O2` has 9 (5.7%) missing values	Missing
`Required Narcotics at discharge` has 8 (5.1%) missing values	Missing
`Pregnant` has 5 (3.2%) missing values	Missing
`Platelet <70k` has 2 (1.3%) missing values	Missing
`Indentificaton` has unique values	Unique
`RV/LV Ratio` has unique values	Unique
`Required Supplemental O2` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`History of bleeding` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`RVSP (mmHg)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Type of Arrhythmia` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Type of bleed` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`IVCF (Inferior Vena Cava Filter)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Readmitted to IP <30 days` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Discharged with O2` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Lenth of Stay (LOS)` has 14 (8.9%) zeros	Zeros

Indentificaton
Real number (ℝ_≥0)

UNIQUE

Distinct count	158
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	79.5
Minimum	1
Maximum	158
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	1
5-th percentile	8.85
Q1	40.25
median	79.5
Q3	118.75
95-th percentile	150.15
Maximum	158
Range	157
Interquartile range (IQR)	78.5

Descriptive statistics

Standard deviation	45.75478117
Coefficient of variation (CV)	0.5755318386
Kurtosis	-1.2
Mean	79.5
Median Absolute Deviation (MAD)	39.5
Skewness	0
Sum	12561
Variance	2093.5

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
158	1	0.6%
50	1	0.6%
57	1	0.6%
56	1	0.6%
55	1	0.6%
54	1	0.6%
53	1	0.6%
52	1	0.6%
51	1	0.6%
49	1	0.6%
59	1	0.6%
48	1	0.6%
47	1	0.6%
46	1	0.6%
45	1	0.6%
44	1	0.6%
43	1	0.6%
42	1	0.6%
58	1	0.6%
60	1	0.6%
40	1	0.6%
70	1	0.6%
77	1	0.6%
76	1	0.6%
75	1	0.6%
Other values (133)	133	84.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	0.6%
2	1	0.6%
3	1	0.6%
4	1	0.6%
5	1	0.6%
6	1	0.6%
7	1	0.6%
8	1	0.6%
9	1	0.6%
10	1	0.6%

Value	Count	Frequency (%)
158	1	0.6%
157	1	0.6%
156	1	0.6%
155	1	0.6%
154	1	0.6%
153	1	0.6%
152	1	0.6%
151	1	0.6%
150	1	0.6%
149	1	0.6%

Age
Real number (ℝ_≥0)

Distinct count	61
Unique (%)	38.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	58.99367088607595
Minimum	20
Maximum	90
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	20
5-th percentile	26.85
Q1	46.75
median	62
Q3	71
95-th percentile	86
Maximum	90
Range	70
Interquartile range (IQR)	24.25

Descriptive statistics

Standard deviation	17.19076068
Coefficient of variation (CV)	0.2914000844
Kurtosis	-0.5663020016
Mean	58.99367089
Median Absolute Deviation (MAD)	10.5
Skewness	-0.3507210744
Sum	9321
Variance	295.5222527

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
58	7	4.4%
63	6	3.8%
55	6	3.8%
62	6	3.8%
68	6	3.8%
72	5	3.2%
65	5	3.2%
70	5	3.2%
66	4	2.5%
71	4	2.5%
50	4	2.5%
60	4	2.5%
40	4	2.5%
69	4	2.5%
52	4	2.5%
77	4	2.5%
46	3	1.9%
64	3	1.9%
88	3	1.9%
30	3	1.9%
86	3	1.9%
73	3	1.9%
25	3	1.9%
84	3	1.9%
75	3	1.9%
Other values (36)	53	33.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20	1	0.6%
23	1	0.6%
24	2	1.3%
25	3	1.9%
26	1	0.6%
27	1	0.6%
28	1	0.6%
30	3	1.9%
31	1	0.6%
32	2	1.3%

Value	Count	Frequency (%)
90	2	1.3%
89	2	1.3%
88	3	1.9%
86	3	1.9%
85	1	0.6%
84	3	1.9%
81	2	1.3%
80	1	0.6%
79	1	0.6%
78	1	0.6%

Gender
Categorical

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

M	81
F	77

Value	Count	Frequency (%)
M	81	51.3%
F	77	48.7%

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	2
Unique unicode categories (?)	1
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
M	81	51.3%
F	77	48.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	158	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	81	51.3%
F	77	48.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	158	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
M	81	51.3%
F	77	48.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	158	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
M	81	51.3%
F	77	48.7%

Race
Categorical

Distinct count	4
Unique (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

W	99
B	56
refused	2
AI	1

Value	Count	Frequency (%)
W	99	62.7%
B	56	35.4%
refused	2	1.3%
AI	1	0.6%

Length

Max length	7
Median length	1
Mean length	1.082278481
Min length	1

Overview of Unicode Properties

Unique unicode characters	10
Unique unicode categories (?)	2
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
W	99	57.9%
B	56	32.7%
e	4	2.3%
r	2	1.2%
f	2	1.2%
u	2	1.2%
s	2	1.2%
d	2	1.2%
A	1	0.6%
I	1	0.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	157	91.8%
Lowercase Letter	14	8.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
W	99	63.1%
B	56	35.7%
A	1	0.6%
I	1	0.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	4	28.6%
r	2	14.3%
f	2	14.3%
u	2	14.3%
s	2	14.3%
d	2	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	171	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
W	99	57.9%
B	56	32.7%
e	4	2.3%
r	2	1.2%
f	2	1.2%
u	2	1.2%
s	2	1.2%
d	2	1.2%
A	1	0.6%
I	1	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	171	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
W	99	57.9%
B	56	32.7%
e	4	2.3%
r	2	1.2%
f	2	1.2%
u	2	1.2%
s	2	1.2%
d	2	1.2%
A	1	0.6%
I	1	0.6%

Lenth of Stay (LOS)
Real number (ℝ_≥0)

ZEROS

Distinct count	17
Unique (%)	10.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.651898734177215
Minimum	0
Maximum	20
Zeros	14
Zeros (%)	8.9%
Memory size	1.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.25
median	2.5
Q3	5
95-th percentile	10.15
Maximum	20
Range	20
Interquartile range (IQR)	3.75

Descriptive statistics

Standard deviation	3.476815321
Coefficient of variation (CV)	0.9520568818
Kurtosis	4.298745737
Mean	3.651898734
Median Absolute Deviation (MAD)	1.5
Skewness	1.88912799
Sum	577
Variance	12.08824478

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	39	24.7%
1	26	16.5%
3	24	15.2%
0	14	8.9%
4	13	8.2%
5	9	5.7%
6	8	5.1%
9	6	3.8%
8	5	3.2%
7	4	2.5%
10	2	1.3%
11	2	1.3%
14	2	1.3%
16	1	0.6%
13	1	0.6%
15	1	0.6%
20	1	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14	8.9%
1	26	16.5%
2	39	24.7%
3	24	15.2%
4	13	8.2%
5	9	5.7%
6	8	5.1%
7	4	2.5%
8	5	3.2%
9	6	3.8%

Value	Count	Frequency (%)
20	1	0.6%
16	1	0.6%
15	1	0.6%
14	2	1.3%
13	1	0.6%
11	2	1.3%
10	2	1.3%
9	6	3.8%
8	5	3.2%
7	4	2.5%

Hight-cm
Real number (ℝ_≥0)

Distinct count	22
Unique (%)	13.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	172.38227848101266
Minimum	147.3
Maximum	205.7
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	147.3
5-th percentile	154.525
Q1	162.6
median	172.7
Q3	180.3
95-th percentile	190.5
Maximum	205.7
Range	58.4
Interquartile range (IQR)	17.7

Descriptive statistics

Standard deviation	11.8306496
Coefficient of variation (CV)	0.06863031225
Kurtosis	-0.7001367202
Mean	172.3822785
Median Absolute Deviation (MAD)	10.1
Skewness	0.1495186044
Sum	27236.4
Variance	139.9642699

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
167.6	14	8.9%
157.5	13	8.2%
160	12	7.6%
172.7	12	7.6%
180.3	12	7.6%
188	11	7.0%
170.2	11	7.0%
182.9	10	6.3%
162.6	9	5.7%
175.3	9	5.7%
177.8	9	5.7%
165.1	8	5.1%
152.4	6	3.8%
185.4	6	3.8%
190.5	6	3.8%
193	3	1.9%
154.9	2	1.3%
195.6	1	0.6%
205.7	1	0.6%
147.3	1	0.6%
198.1	1	0.6%
149.9	1	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
147.3	1	0.6%
149.9	1	0.6%
152.4	6	3.8%
154.9	2	1.3%
157.5	13	8.2%
160	12	7.6%
162.6	9	5.7%
165.1	8	5.1%
167.6	14	8.9%
170.2	11	7.0%

Value	Count	Frequency (%)
205.7	1	0.6%
198.1	1	0.6%
195.6	1	0.6%
193	3	1.9%
190.5	6	3.8%
188	11	7.0%
185.4	6	3.8%
182.9	10	6.3%
180.3	12	7.6%
177.8	9	5.7%

Weight-kg
Real number (ℝ_≥0)

Distinct count	121
Unique (%)	76.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	93.74962025316457
Minimum	33.7
Maximum	179.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	33.7
5-th percentile	60.7
Q1	74.9
median	90.7
Q3	110.6
95-th percentile	145.03
Maximum	179
Range	145.3
Interquartile range (IQR)	35.7

Descriptive statistics

Standard deviation	25.51897111
Coefficient of variation (CV)	0.2722034611
Kurtosis	0.3347029082
Mean	93.74962025
Median Absolute Deviation (MAD)	17.2
Skewness	0.5804832479
Sum	14812.44
Variance	651.2178865

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
90.7	6	3.8%
81.6	5	3.2%
117.9	5	3.2%
72.6	4	2.5%
106.6	3	1.9%
70.3	3	1.9%
74.8	3	1.9%
86.2	3	1.9%
102.1	2	1.3%
68	2	1.3%
127.5	2	1.3%
99.3	2	1.3%
82.1	2	1.3%
95.3	2	1.3%
145.2	2	1.3%
87.5	2	1.3%
77.6	2	1.3%
65.8	2	1.3%
113.4	2	1.3%
104.3	2	1.3%
64.4	2	1.3%
95.4	1	0.6%
103.4	1	0.6%
61.2	1	0.6%
113.3	1	0.6%
Other values (96)	96	60.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
33.7	1	0.6%
42.9	1	0.6%
46.4	1	0.6%
50.3	1	0.6%
52.6	1	0.6%
56.2	1	0.6%
58.97	1	0.6%
59	1	0.6%
61	1	0.6%
61.2	1	0.6%

Value	Count	Frequency (%)
179	1	0.6%
159.9	1	0.6%
158	1	0.6%
152	1	0.6%
149.69	1	0.6%
146.5	1	0.6%
145.2	2	1.3%
145	1	0.6%
140.2	1	0.6%
135.5	1	0.6%

BMI
Real number (ℝ_≥0)

Distinct count	152
Unique (%)	96.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	31.79325732123969
Minimum	13.160772101337603
Maximum	72.17756370996614
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	13.1607721
5-th percentile	21.16083589
Q1	25.33037747
median	30.42174287
Q3	36.76482348
95-th percentile	46.36354718
Maximum	72.17756371
Range	59.01679161
Interquartile range (IQR)	11.43444601

Descriptive statistics

Standard deviation	8.91888564
Coefficient of variation (CV)	0.2805275833
Kurtosis	2.28617711
Mean	31.79325732
Median Absolute Deviation (MAD)	5.258966576
Skewness	1.10589049
Sum	5023.334657
Variance	79.54652107

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
25.14996212	2	1.3%
41.95256324	2	1.3%
21.70721934	2	1.3%
26.56590064	2	1.3%
25.01497198	2	1.3%
27.26740147	2	1.3%
34.9622001	1	0.6%
38.26398185	1	0.6%
25.68688187	1	0.6%
43.02419123	1	0.6%
35.1334036	1	0.6%
42.73905607	1	0.6%
20.44770526	1	0.6%
33.19589973	1	0.6%
28.69382901	1	0.6%
26.38117492	1	0.6%
32.27393966	1	0.6%
31.000062	1	0.6%
31.06817737	1	0.6%
32.9837402	1	0.6%
47.68339091	1	0.6%
28.65212831	1	0.6%
40.48395194	1	0.6%
30.44009449	1	0.6%
43.62806772	1	0.6%
Other values (127)	127	80.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
13.1607721	1	0.6%
14.67758038	1	0.6%
18.47087028	1	0.6%
19.38919144	1	0.6%
20.41950261	1	0.6%
20.44770526	1	0.6%
20.94598784	1	0.6%
20.99407321	1	0.6%
21.1902646	1	0.6%
21.216071	1	0.6%

Value	Count	Frequency (%)
72.17756371	1	0.6%
61.02538408	1	0.6%
53.19537266	1	0.6%
52.52788283	1	0.6%
51.66677	1	0.6%
50.58071341	1	0.6%
47.98589479	1	0.6%
47.68339091	1	0.6%
46.13063358	1	0.6%
45.6438636	1	0.6%

sPESI (low risk = 0; 1 = 1 or greater)
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

1	91
0	67

Frequency Table

Value	Count	Frequency (%)
1	91	57.6%
0	67	42.4%

PESI Class
Real number (ℝ_≥0)

Distinct count	5
Unique (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.5759493670886076
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	4
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.383682449
Coefficient of variation (CV)	0.5371543658
Kurtosis	-1.100858216
Mean	2.575949367
Median Absolute Deviation (MAD)	1
Skewness	0.4028746424
Sum	407
Variance	1.914577118

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	47	29.7%
2	37	23.4%
3	30	19.0%
4	24	15.2%
5	20	12.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	47	29.7%
2	37	23.4%
3	30	19.0%
4	24	15.2%
5	20	12.7%

Value	Count	Frequency (%)
5	20	12.7%
4	24	15.2%
3	30	19.0%
2	37	23.4%
1	47	29.7%

PE Severity 1=low risk; 2=intermediate; 3=massive; 4=indeterminate
Categorical

Distinct count	4
Unique (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

1	95
2	45
4	15
3	3

Value	Count	Frequency (%)
1	95	60.1%
2	45	28.5%
4	15	9.5%
3	3	1.9%

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	4
Unique unicode categories (?)	1
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
1	95	60.1%
2	45	28.5%
4	15	9.5%
3	3	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	158	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	95	60.1%
2	45	28.5%
4	15	9.5%
3	3	1.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	158	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
1	95	60.1%
2	45	28.5%
4	15	9.5%
3	3	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	158	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
1	95	60.1%
2	45	28.5%
4	15	9.5%
3	3	1.9%

HR >= 110
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	131
1	27

Frequency Table

Value	Count	Frequency (%)
0	131	82.9%
1	27	17.1%

HR
Real number (ℝ_≥0)

Distinct count	67
Unique (%)	42.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	92.4873417721519
Minimum	46
Maximum	190
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	46
5-th percentile	63.85
Q1	77.25
median	88.5
Q3	105
95-th percentile	130
Maximum	190
Range	144
Interquartile range (IQR)	27.75

Descriptive statistics

Standard deviation	21.34094994
Coefficient of variation (CV)	0.2307445488
Kurtosis	2.388612836
Mean	92.48734177
Median Absolute Deviation (MAD)	13.5
Skewness	0.9311582975
Sum	14613
Variance	455.4361445

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
75	6	3.8%
109	6	3.8%
100	6	3.8%
104	5	3.2%
86	5	3.2%
96	5	3.2%
88	5	3.2%
80	5	3.2%
81	5	3.2%
63	4	2.5%
67	4	2.5%
84	4	2.5%
130	4	2.5%
98	4	2.5%
82	4	2.5%
66	4	2.5%
83	3	1.9%
102	3	1.9%
112	3	1.9%
87	3	1.9%
101	3	1.9%
91	2	1.3%
76	2	1.3%
74	2	1.3%
94	2	1.3%
Other values (42)	59	37.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	1	0.6%
53	2	1.3%
59	1	0.6%
63	4	2.5%
64	1	0.6%
65	1	0.6%
66	4	2.5%
67	4	2.5%
68	2	1.3%
69	2	1.3%

Value	Count	Frequency (%)
190	1	0.6%
166	1	0.6%
139	1	0.6%
135	1	0.6%
133	1	0.6%
131	1	0.6%
130	4	2.5%
125	1	0.6%
124	1	0.6%
123	1	0.6%

SBP <100
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	150
1	8

Frequency Table

Value	Count	Frequency (%)
0	150	94.9%
1	8	5.1%

SBP
Real number (ℝ_≥0)

Distinct count	75
Unique (%)	47.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	137.65189873417722
Minimum	88
Maximum	220
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	88
5-th percentile	102.95
Q1	120.25
median	132
Q3	152
95-th percentile	192.3
Maximum	220
Range	132
Interquartile range (IQR)	31.75

Descriptive statistics

Standard deviation	26.73077075
Coefficient of variation (CV)	0.194191079
Kurtosis	0.4696795414
Mean	137.6518987
Median Absolute Deviation (MAD)	15
Skewness	0.8028710007
Sum	21749
Variance	714.5341047

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
127	6	3.8%
130	6	3.8%
109	6	3.8%
115	5	3.2%
124	4	2.5%
165	4	2.5%
143	4	2.5%
132	4	2.5%
117	4	2.5%
136	4	2.5%
138	4	2.5%
140	3	1.9%
122	3	1.9%
144	3	1.9%
137	3	1.9%
114	3	1.9%
121	3	1.9%
128	3	1.9%
126	3	1.9%
125	3	1.9%
133	3	1.9%
123	3	1.9%
174	3	1.9%
169	3	1.9%
152	2	1.3%
Other values (50)	66	41.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
88	1	0.6%
89	1	0.6%
92	1	0.6%
94	2	1.3%
96	2	1.3%
97	1	0.6%
104	1	0.6%
105	2	1.3%
106	1	0.6%
108	2	1.3%

Value	Count	Frequency (%)
220	1	0.6%
213	1	0.6%
212	1	0.6%
207	1	0.6%
198	1	0.6%
197	1	0.6%
196	1	0.6%
194	1	0.6%
192	1	0.6%
187	1	0.6%

RR >=30
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	1
Missing (%)	0.6%
Memory size	1.4 KiB

0	154
1	3
(Missing)	1

Frequency Table

Value	Count	Frequency (%)
0	154	97.5%
1	3	1.9%
(Missing)	1	0.6%

RR
Real number (ℝ_≥0)

Distinct count	20
Unique (%)	12.7%
Missing	1
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%

Mean	19.70063694267516
Minimum	12.0
Maximum	40.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	12
5-th percentile	16
Q1	18
median	20
Q3	20
95-th percentile	26
Maximum	40
Range	28
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.586772294
Coefficient of variation (CV)	0.1820637731
Kurtosis	6.427000648
Mean	19.70063694
Median Absolute Deviation (MAD)	2
Skewness	1.739430651
Sum	3093
Variance	12.86493549

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
20	44	27.8%
18	42	26.6%
16	17	10.8%
24	10	6.3%
22	8	5.1%
17	7	4.4%
23	5	3.2%
19	4	2.5%
15	3	1.9%
26	3	1.9%
30	2	1.3%
25	2	1.3%
14	2	1.3%
28	2	1.3%
12	1	0.6%
40	1	0.6%
27	1	0.6%
29	1	0.6%
21	1	0.6%
13	1	0.6%
(Missing)	1	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	0.6%
13	1	0.6%
14	2	1.3%
15	3	1.9%
16	17	10.8%
17	7	4.4%
18	42	26.6%
19	4	2.5%
20	44	27.8%
21	1	0.6%

Value	Count	Frequency (%)
40	1	0.6%
30	2	1.3%
29	1	0.6%
28	2	1.3%
27	1	0.6%
26	3	1.9%
25	2	1.3%
24	10	6.3%
23	5	3.2%
22	8	5.1%

Temp <96.8 F
Boolean

MISSING

Distinct count	2
Unique (%)	1.3%
Missing	7
Missing (%)	4.4%
Memory size	1.4 KiB

0	150
1	1
(Missing)	7

Frequency Table

Value	Count	Frequency (%)
0	150	94.9%
1	1	0.6%
(Missing)	7	4.4%

Temp (F)
Real number (ℝ_≥0)

MISSING

Distinct count	31
Unique (%)	20.7%
Missing	8
Missing (%)	5.1%
Infinite	0
Infinite (%)	0.0%

Mean	98.238
Minimum	96.5
Maximum	100.2
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	96.5
5-th percentile	97.445
Q1	97.8
median	98.1
Q3	98.6
95-th percentile	99.455
Maximum	100.2
Range	3.7
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	0.6347509156
Coefficient of variation (CV)	0.006461358289
Kurtosis	1.173746203
Mean	98.238
Median Absolute Deviation (MAD)	0.4
Skewness	0.8067669203
Sum	14735.7
Variance	0.4029087248

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
98	14	8.9%
98.1	13	8.2%
97.8	12	7.6%
98.2	10	6.3%
98.6	10	6.3%
98.4	10	6.3%
97.9	9	5.7%
97.6	9	5.7%
98.5	7	4.4%
97.7	7	4.4%
97.5	6	3.8%
98.8	6	3.8%
98.3	5	3.2%
98.7	4	2.5%
98.9	4	2.5%
99.4	3	1.9%
97.4	2	1.3%
100.2	2	1.3%
99	2	1.3%
97.3	2	1.3%
99.8	2	1.3%
97.1	2	1.3%
99.3	1	0.6%
99.1	1	0.6%
99.5	1	0.6%
Other values (6)	6	3.8%
(Missing)	8	5.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
96.5	1	0.6%
97.1	2	1.3%
97.2	1	0.6%
97.3	2	1.3%
97.4	2	1.3%
97.5	6	3.8%
97.6	9	5.7%
97.7	7	4.4%
97.8	12	7.6%
97.9	9	5.7%

Value	Count	Frequency (%)
100.2	2	1.3%
100.1	1	0.6%
99.9	1	0.6%
99.8	2	1.3%
99.6	1	0.6%
99.5	1	0.6%
99.4	3	1.9%
99.3	1	0.6%
99.2	1	0.6%
99.1	1	0.6%

O2 <90% RA
Boolean

MISSING

Distinct count	2
Unique (%)	1.3%
Missing	4
Missing (%)	2.5%
Memory size	1.4 KiB

0	134
1	20
(Missing)	4

Frequency Table

Value	Count	Frequency (%)
0	134	84.8%
1	20	12.7%
(Missing)	4	2.5%

O2 Sat RA
Real number (ℝ_≥0)

MISSING

Distinct count	20
Unique (%)	13.9%
Missing	14
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%

Mean	95.29166666666667
Minimum	50.0
Maximum	100.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	50
5-th percentile	84.3
Q1	95
median	97
Q3	99
95-th percentile	100
Maximum	100
Range	50
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	7.431623038
Coefficient of variation (CV)	0.07798817355
Kurtosis	20.15051361
Mean	95.29166667
Median Absolute Deviation (MAD)	2
Skewness	-4.104399548
Sum	13722
Variance	55.22902098

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
100	27	17.1%
97	22	13.9%
96	18	11.4%
99	17	10.8%
98	16	10.1%
95	15	9.5%
94	8	5.1%
91	4	2.5%
50	2	1.3%
80	2	1.3%
88	2	1.3%
92	2	1.3%
93	2	1.3%
70	1	0.6%
90	1	0.6%
68	1	0.6%
84	1	0.6%
86	1	0.6%
89	1	0.6%
75	1	0.6%
(Missing)	14	8.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
50	2	1.3%
68	1	0.6%
70	1	0.6%
75	1	0.6%
80	2	1.3%
84	1	0.6%
86	1	0.6%
88	2	1.3%
89	1	0.6%
90	1	0.6%

Value	Count	Frequency (%)
100	27	17.1%
99	17	10.8%
98	16	10.1%
97	22	13.9%
96	18	11.4%
95	15	9.5%
94	8	5.1%
93	2	1.3%
92	2	1.3%
91	4	2.5%

Required Supplemental O2
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	5.4 KiB

NRB (non-rebreather mask required)
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	153
1	5

Frequency Table

Value	Count	Frequency (%)
0	153	96.8%
1	5	3.2%

Syncope
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	148
1	10

Frequency Table

Value	Count	Frequency (%)
0	148	93.7%
1	10	6.3%

Active Smoker
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	1
Missing (%)	0.6%
Memory size	1.4 KiB

0	133
1	24
(Missing)	1

Frequency Table

Value	Count	Frequency (%)
0	133	84.2%
1	24	15.2%
(Missing)	1	0.6%

Active Cancer
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	133
1	25

Frequency Table

Value	Count	Frequency (%)
0	133	84.2%
1	25	15.8%

History of Cancer
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	133
1	25

Frequency Table

Value	Count	Frequency (%)
0	133	84.2%
1	25	15.8%

CHF (Congestive Heart Failure)
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	144
1	14

Frequency Table

Value	Count	Frequency (%)
0	144	91.1%
1	14	8.9%

Lung Disease
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	126
1	32

Frequency Table

Value	Count	Frequency (%)
0	126	79.7%
1	32	20.3%

Renal Disease
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	139
1	19

Frequency Table

Value	Count	Frequency (%)
0	139	88.0%
1	19	12.0%

DM (Diabetes Mellitus)
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	120
1	38

Frequency Table

Value	Count	Frequency (%)
0	120	75.9%
1	38	24.1%

History of bleeding
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

Immobilization
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	115
1	43

Frequency Table

Value	Count	Frequency (%)
0	115	72.8%
1	43	27.2%

Recent Trauma
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	150
1	8

Frequency Table

Value	Count	Frequency (%)
0	150	94.9%
1	8	5.1%

Recent Surgery
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	136
1	22

Frequency Table

Value	Count	Frequency (%)
0	136	86.1%
1	22	13.9%

Recent Hospital (w/in 30 days)
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	136
1	22

Frequency Table

Value	Count	Frequency (%)
0	136	86.1%
1	22	13.9%

Personal h/o VTE
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	112
1	46

Frequency Table

Value	Count	Frequency (%)
0	112	70.9%
1	46	29.1%

FH of VTE
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	149
1	9

Frequency Table

Value	Count	Frequency (%)
0	149	94.3%
1	9	5.7%

Nursing Home Resident
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	155
1	3

Frequency Table

Value	Count	Frequency (%)
0	155	98.1%
1	3	1.9%

AMS (Altered Mental Status)
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	152
1	6

Frequency Table

Value	Count	Frequency (%)
0	152	96.2%
1	6	3.8%

Acute DVT (deep venous thrombosis), 3 = chronic
Boolean

MISSING

Distinct count	2
Unique (%)	1.7%
Missing	40
Missing (%)	25.3%
Memory size	1.4 KiB

1	63
0	55
(Missing)	40

Frequency Table

Value	Count	Frequency (%)
1	63	39.9%
0	55	34.8%
(Missing)	40	25.3%

Proximal Component to the DVT
Boolean

MISSING

Distinct count	2
Unique (%)	3.2%
Missing	95
Missing (%)	60.1%
Memory size	1.4 KiB

1	45
0	18
(Missing)	95

Frequency Table

Value	Count	Frequency (%)
1	45	28.5%
0	18	11.4%
(Missing)	95	60.1%

Elevated BNP
Boolean

MISSING

Distinct count	2
Unique (%)	2.5%
Missing	79
Missing (%)	50.0%
Memory size	1.4 KiB

0	53
1	26
(Missing)	79

Frequency Table

Value	Count	Frequency (%)
0	53	33.5%
1	26	16.5%
(Missing)	79	50.0%

Elevated Troponin
Boolean

MISSING

Distinct count	2
Unique (%)	1.5%
Missing	26
Missing (%)	16.5%
Memory size	1.4 KiB

0	109
1	23
(Missing)	26

Frequency Table

Value	Count	Frequency (%)
0	109	69.0%
1	23	14.6%
(Missing)	26	16.5%

RV Dilation
Boolean

MISSING

Distinct count	2
Unique (%)	2.5%
Missing	78
Missing (%)	49.4%
Memory size	1.4 KiB

0	52
1	28
(Missing)	78

Frequency Table

Value	Count	Frequency (%)
0	52	32.9%
1	28	17.7%
(Missing)	78	49.4%

RV Hypokinesis/Dysfunction
Boolean

HIGH CORRELATION
MISSING

Distinct count	2
Unique (%)	2.5%
Missing	78
Missing (%)	49.4%
Memory size	1.4 KiB

0	61
1	19
(Missing)	78

Frequency Table

Value	Count	Frequency (%)
0	61	38.6%
1	19	12.0%
(Missing)	78	49.4%

Both Dilation and Dysfunction
Boolean

HIGH CORRELATION
MISSING

Distinct count	2
Unique (%)	2.5%
Missing	78
Missing (%)	49.4%
Memory size	1.4 KiB

0	61
1	19
(Missing)	78

Frequency Table

Value	Count	Frequency (%)
0	61	38.6%
1	19	12.0%
(Missing)	78	49.4%

Inconclusive (RV not well visualized)
Boolean

MISSING

Distinct count	2
Unique (%)	2.5%
Missing	79
Missing (%)	50.0%
Memory size	1.4 KiB

0	76
1	3
(Missing)	79

Frequency Table

Value	Count	Frequency (%)
0	76	48.1%
1	3	1.9%
(Missing)	79	50.0%

RVSP (mmHg)
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	76
Missing (%)	48.1%
Memory size	6.5 KiB

RV/LV Ratio
Real number (ℝ_≥0)

UNIQUE

Distinct count	158
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.9174555657053654
Minimum	0.4030418250950571
Maximum	1.793548387096774
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	0.4030418251
5-th percentile	0.6413850565
Q1	0.7956395109
median	0.8676707048
Q3	0.9856100305
95-th percentile	1.393231237
Maximum	1.793548387
Range	1.390506562
Interquartile range (IQR)	0.1899705196

Descriptive statistics

Standard deviation	0.2229556464
Coefficient of variation (CV)	0.2430151985
Kurtosis	2.350908483
Mean	0.9174555657
Median Absolute Deviation (MAD)	0.1044008836
Skewness	1.237619464
Sum	144.9579794
Variance	0.04970922028

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.9726651481	1	0.6%
0.8319672131	1	0.6%
0.9702760085	1	0.6%
0.9975429975	1	0.6%
0.7959183673	1	0.6%
0.9659574468	1	0.6%
0.8309278351	1	0.6%
0.8514851485	1	0.6%
0.9212253829	1	0.6%
0.9775784753	1	0.6%
0.9246753247	1	0.6%
1.708933718	1	0.6%
0.9727095517	1	0.6%
0.9860627178	1	0.6%
0.8244111349	1	0.6%
0.9414519906	1	0.6%
0.6769230769	1	0.6%
0.9065606362	1	0.6%
0.9219088937	1	0.6%
1.518518519	1	0.6%
1.021153846	1	0.6%
0.6901960784	1	0.6%
1.551136364	1	0.6%
0.9806866953	1	0.6%
0.8232445521	1	0.6%
Other values (133)	133	84.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.4030418251	1	0.6%
0.4980544747	1	0.6%
0.5238095238	1	0.6%
0.5902636917	1	0.6%
0.6033950617	1	0.6%
0.6217948718	1	0.6%
0.6279527559	1	0.6%
0.634765625	1	0.6%
0.6425531915	1	0.6%
0.6479481641	1	0.6%

Value	Count	Frequency (%)
1.793548387	1	0.6%
1.708933718	1	0.6%
1.551136364	1	0.6%
1.518518519	1	0.6%
1.455172414	1	0.6%
1.436046512	1	0.6%
1.42	1	0.6%
1.407317073	1	0.6%
1.390745501	1	0.6%
1.34605598	1	0.6%

RV/LV Ratio .85 to .90
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	138
1	20

Frequency Table

Value	Count	Frequency (%)
0	138	87.3%
1	20	12.7%

RV/LV Ratio .91-.94
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	143
1	15

Frequency Table

Value	Count	Frequency (%)
0	143	90.5%
1	15	9.5%

RV/LV Ratio .95 or greater
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	103
1	55

Frequency Table

Value	Count	Frequency (%)
0	103	65.2%
1	55	34.8%

PA/Aorta Ratio
Real number (ℝ_≥0)

Distinct count	156
Unique (%)	98.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.9111467199814172
Minimum	0.5204545454545454
Maximum	1.345514950166113
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	0.5204545455
5-th percentile	0.7112980491
Q1	0.8220974872
median	0.8847625742
Q3	0.9835833356
95-th percentile	1.147425316
Maximum	1.34551495
Range	0.8250604047
Interquartile range (IQR)	0.1614858484

Descriptive statistics

Standard deviation	0.1419905182
Coefficient of variation (CV)	0.1558371611
Kurtosis	0.7633668112
Mean	0.91114672
Median Absolute Deviation (MAD)	0.07919963173
Skewness	0.4543609097
Sum	143.9611818
Variance	0.02016130725

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.978021978	2	1.3%
0.7885714286	2	1.3%
1.34551495	1	0.6%
0.8407310705	1	0.6%
0.8187134503	1	0.6%
0.9590643275	1	0.6%
0.925	1	0.6%
0.825	1	0.6%
0.8375451264	1	0.6%
0.7656675749	1	0.6%
0.9036827195	1	0.6%
0.6870967742	1	0.6%
0.9487179487	1	0.6%
0.8807588076	1	0.6%
0.8391608392	1	0.6%
0.8373333333	1	0.6%
1.186813187	1	0.6%
0.8407821229	1	0.6%
0.7987804878	1	0.6%
0.7609329446	1	0.6%
0.8413793103	1	0.6%
0.8259860789	1	0.6%
0.9554140127	1	0.6%
0.8566666667	1	0.6%
0.7427652733	1	0.6%
Other values (131)	131	82.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.5204545455	1	0.6%
0.5751295337	1	0.6%
0.606741573	1	0.6%
0.6270718232	1	0.6%
0.6377245509	1	0.6%
0.6638888889	1	0.6%
0.6678200692	1	0.6%
0.6870967742	1	0.6%
0.7155688623	1	0.6%
0.7422360248	1	0.6%

Value	Count	Frequency (%)
1.34551495	1	0.6%
1.32038835	1	0.6%
1.292592593	1	0.6%
1.25443787	1	0.6%
1.253012048	1	0.6%
1.198083067	1	0.6%
1.186813187	1	0.6%
1.184713376	1	0.6%
1.14084507	1	0.6%
1.139622642	1	0.6%

IVC Reflux Grade
Real number (ℝ_≥0)

Distinct count	5
Unique (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.1265822784810124
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	5
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.051139371
Coefficient of variation (CV)	0.4942857756
Kurtosis	0.0885121282
Mean	2.126582278
Median Absolute Deviation (MAD)	1
Skewness	0.7765619754
Sum	336
Variance	1.104893977

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	55	34.8%
1	52	32.9%
3	35	22.2%
4	11	7.0%
5	5	3.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	52	32.9%
2	55	34.8%
3	35	22.2%
4	11	7.0%
5	5	3.2%

Value	Count	Frequency (%)
5	5	3.2%
4	11	7.0%
3	35	22.2%
2	55	34.8%
1	52	32.9%

Septal Flattening
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	119
1	39

Frequency Table

Value	Count	Frequency (%)
0	119	75.3%
1	39	24.7%

Clot Present in MPA (Main Pulmonary Artery)
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	113
1	45

Frequency Table

Value	Count	Frequency (%)
0	113	71.5%
1	45	28.5%

Arrhythmia
Boolean

MISSING

Distinct count	2
Unique (%)	1.4%
Missing	10
Missing (%)	6.3%
Memory size	1.4 KiB

0	122
1	26
(Missing)	10

Frequency Table

Value	Count	Frequency (%)
0	122	77.2%
1	26	16.5%
(Missing)	10	6.3%

Type of Arrhythmia
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	130
Missing (%)	82.3%
Memory size	5.9 KiB

ICU Stay
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	1
Missing (%)	0.6%
Memory size	1.4 KiB

0	136
1	21
(Missing)	1

Frequency Table

Value	Count	Frequency (%)
0	136	86.1%
1	21	13.3%
(Missing)	1	0.6%

Shock (BP <90)
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	156
1	2

Frequency Table

Value	Count	Frequency (%)
0	156	98.7%
1	2	1.3%

ACLS
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	1.3%
Missing	1
Missing (%)	0.6%
Memory size	1.4 KiB

0	154
1	3
(Missing)	1

Frequency Table

Value	Count	Frequency (%)
0	154	97.5%
1	3	1.9%
(Missing)	1	0.6%

Pressors
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	1.3%
Missing	1
Missing (%)	0.6%
Memory size	1.4 KiB

0	154
1	3
(Missing)	1

Frequency Table

Value	Count	Frequency (%)
0	154	97.5%
1	3	1.9%
(Missing)	1	0.6%

Inotropes
Boolean

Distinct count	1
Unique (%)	0.6%
Missing	1
Missing (%)	0.6%
Memory size	1.4 KiB

0	157
(Missing)	1

Frequency Table

Value	Count	Frequency (%)
0	157	99.4%
(Missing)	1	0.6%

Intubation
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	1
Missing (%)	0.6%
Memory size	1.4 KiB

0	153
1	4
(Missing)	1

Frequency Table

Value	Count	Frequency (%)
0	153	96.8%
1	4	2.5%
(Missing)	1	0.6%

tpA
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	1
Missing (%)	0.6%
Memory size	1.4 KiB

0	154
1	3
(Missing)	1

Frequency Table

Value	Count	Frequency (%)
0	154	97.5%
1	3	1.9%
(Missing)	1	0.6%

EKOS
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	1
Missing (%)	0.6%
Memory size	1.4 KiB

0	147
1	10
(Missing)	1

Frequency Table

Value	Count	Frequency (%)
0	147	93.0%
1	10	6.3%
(Missing)	1	0.6%

< 6 hours from CTA read to administration of tpa or EKOS
Boolean

MISSING

Distinct count	2
Unique (%)	15.4%
Missing	145
Missing (%)	91.8%
Memory size	1.4 KiB

0	10
1	3
(Missing)	145

Frequency Table

Value	Count	Frequency (%)
0	10	6.3%
1	3	1.9%
(Missing)	145	91.8%

<24 hours from CTA read to administration of tpA or EKOS
Boolean

MISSING

Distinct count	2
Unique (%)	15.4%
Missing	145
Missing (%)	91.8%
Memory size	1.4 KiB

1	9
0	4
(Missing)	145

Frequency Table

Value	Count	Frequency (%)
1	9	5.7%
0	4	2.5%
(Missing)	145	91.8%

IP Bleeding
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	1
Missing (%)	0.6%
Memory size	1.4 KiB

0	148
1	9
(Missing)	1

Frequency Table

Value	Count	Frequency (%)
0	148	93.7%
1	9	5.7%
(Missing)	1	0.6%

Type of bleed
Unsupported

REJECTED
UNSUPPORTED

Missing	1
Missing (%)	0.6%
Memory size	5.5 KiB

Transfusion
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	1
Missing (%)	0.6%
Memory size	1.4 KiB

0	153
1	4
(Missing)	1

Frequency Table

Value	Count	Frequency (%)
0	153	96.8%
1	4	2.5%
(Missing)	1	0.6%

IVCF (Inferior Vena Cava Filter)
Unsupported

REJECTED
UNSUPPORTED

Missing	1
Missing (%)	0.6%
Memory size	5.1 KiB

Patient Status at 30 days
Categorical

Distinct count	3
Unique (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

Alive	133
?	19
Deceased	6

Value	Count	Frequency (%)
Alive	133	84.2%
?	19	12.0%
Deceased	6	3.8%

Length

Max length	8
Median length	5
Mean length	4.632911392
Min length	1

Overview of Unicode Properties

Unique unicode characters	11
Unique unicode categories (?)	3
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	151	20.6%
A	133	18.2%
l	133	18.2%
i	133	18.2%
v	133	18.2%
?	19	2.6%
D	6	0.8%
c	6	0.8%
a	6	0.8%
s	6	0.8%
d	6	0.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	574	78.4%
Uppercase Letter	139	19.0%
Other Punctuation	19	2.6%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	133	95.7%
D	6	4.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	151	26.3%
l	133	23.2%
i	133	23.2%
v	133	23.2%
c	6	1.0%
a	6	1.0%
s	6	1.0%
d	6	1.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
?	19	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	713	97.4%
Common	19	2.6%

Most frequent Latin characters

Value	Count	Frequency (%)
e	151	21.2%
A	133	18.7%
l	133	18.7%
i	133	18.7%
v	133	18.7%
D	6	0.8%
c	6	0.8%
a	6	0.8%
s	6	0.8%
d	6	0.8%

Most frequent Common characters

Value	Count	Frequency (%)
?	19	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	732	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	151	20.6%
A	133	18.2%
l	133	18.2%
i	133	18.2%
v	133	18.2%
?	19	2.6%
D	6	0.8%
c	6	0.8%
a	6	0.8%
s	6	0.8%
d	6	0.8%

Readmitted to IP <30 days
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	5
Missing (%)	3.2%
Memory size	5.6 KiB

Discharged with O2
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	9
Missing (%)	5.7%
Memory size	5.2 KiB

Required Narcotics at discharge
Boolean

MISSING

Distinct count	2
Unique (%)	1.3%
Missing	8
Missing (%)	5.1%
Memory size	1.4 KiB

0	101
1	49
(Missing)	8

Frequency Table

Value	Count	Frequency (%)
0	101	63.9%
1	49	31.0%
(Missing)	8	5.1%

Pregnant
Boolean

MISSING

Distinct count	1
Unique (%)	0.7%
Missing	5
Missing (%)	3.2%
Memory size	1.4 KiB

0	153
(Missing)	5

Frequency Table

Value	Count	Frequency (%)
0	153	96.8%
(Missing)	5	3.2%

Platelet <70k
Boolean

MISSING

Distinct count	2
Unique (%)	1.3%
Missing	2
Missing (%)	1.3%
Memory size	1.4 KiB

0	152
1	4
(Missing)	2

Frequency Table

Value	Count	Frequency (%)
0	152	96.2%
1	4	2.5%
(Missing)	2	1.3%

Etiology of Clot
Categorical

Distinct count	26
Unique (%)	16.6%
Missing	1
Missing (%)	0.6%
Memory size	1.4 KiB

unprovoked	51
personal history	31
malignancy	23
surgery	11
immobility	10
Other values (21)	31

Value	Count	Frequency (%)
unprovoked	51	32.3%
personal history	31	19.6%
malignancy	23	14.6%
surgery	11	7.0%
immobility	10	6.3%
oral contraceptives	5	3.2%
unprovoked	3	1.9%
provoked	2	1.3%
trauma	2	1.3%
suspect malignancy	2	1.3%
recent procedure	2	1.3%
personal history and immobility	1	0.6%
personal history and malignancy	1	0.6%
surgery,malignancy	1	0.6%
recent travel	1	0.6%
air travel	1	0.6%
taking megace	1	0.6%
OCP	1	0.6%
unprovoked, family history	1	0.6%
hospitalization	1	0.6%
personal history, surgery	1	0.6%
recent hospitalization	1	0.6%
sugery	1	0.6%
personal history, immobility	1	0.6%
surgery, malignancy	1	0.6%

Length

Max length	31
Median length	10
Mean length	12.13924051
Min length	3

Overview of Unicode Properties

Unique unicode characters	27
Unique unicode categories (?)	4
Unique unicode scripts (?)	2
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
o	215	11.2%
r	182	9.5%
n	163	8.5%
e	136	7.1%
a	119	6.2%
i	115	6.0%
p	104	5.4%
s	99	5.2%
y	93	4.8%
l	86	4.5%
u	76	4.0%
t	74	3.9%
v	64	3.3%
	63	3.3%
d	61	3.2%
k	58	3.0%
m	56	2.9%
c	47	2.5%
g	45	2.3%
h	39	2.0%
b	12	0.6%
,	5	0.3%
z	2	0.1%
f	1	0.1%
O	1	0.1%
Other values (2)	2	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1847	96.3%
Space Separator	63	3.3%
Other Punctuation	5	0.3%
Uppercase Letter	3	0.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
o	215	11.6%
r	182	9.9%
n	163	8.8%
e	136	7.4%
a	119	6.4%
i	115	6.2%
p	104	5.6%
s	99	5.4%
y	93	5.0%
l	86	4.7%
u	76	4.1%
t	74	4.0%
v	64	3.5%
d	61	3.3%
k	58	3.1%
m	56	3.0%
c	47	2.5%
g	45	2.4%
h	39	2.1%
b	12	0.6%
z	2	0.1%
f	1	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	63	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
,	5	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
O	1	33.3%
C	1	33.3%
P	1	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1850	96.5%
Common	68	3.5%

Most frequent Latin characters

Value	Count	Frequency (%)
o	215	11.6%
r	182	9.8%
n	163	8.8%
e	136	7.4%
a	119	6.4%
i	115	6.2%
p	104	5.6%
s	99	5.4%
y	93	5.0%
l	86	4.6%
u	76	4.1%
t	74	4.0%
v	64	3.5%
d	61	3.3%
k	58	3.1%
m	56	3.0%
c	47	2.5%
g	45	2.4%
h	39	2.1%
b	12	0.6%
z	2	0.1%
f	1	0.1%
O	1	0.1%
C	1	0.1%
P	1	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	63	92.6%
,	5	7.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1918	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
o	215	11.2%
r	182	9.5%
n	163	8.5%
e	136	7.1%
a	119	6.2%
i	115	6.0%
p	104	5.4%
s	99	5.2%
y	93	4.8%
l	86	4.5%
u	76	4.0%
t	74	3.9%
v	64	3.3%
	63	3.3%
d	61	3.2%
k	58	3.0%
m	56	2.9%
c	47	2.5%
g	45	2.3%
h	39	2.0%
b	12	0.6%
,	5	0.3%
z	2	0.1%
f	1	0.1%
O	1	0.1%
Other values (2)	2	0.1%

adverseEvent
Boolean

Distinct count	2
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

0	113
1	45

Frequency Table

Value	Count	Frequency (%)
0	113	71.5%
1	45	28.5%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	Indentificaton	Age	Gender	Race	Lenth of Stay (LOS)	Hight-cm	Weight-kg	BMI	sPESI (low risk = 0; 1 = 1 or greater)	PESI Class	PE Severity 1=low risk; 2=intermediate; 3=massive; 4=indeterminate	HR	SBP <100	SBP	RR	Temp (F)	O2 <90% RA	O2 Sat RA	Required Supplemental O2	NRB (non-rebreather mask required)	Active Smoker	History of Cancer	Renal Disease	DM (Diabetes Mellitus)	Immobilization	Recent Surgery	Recent Hospital (w/in 30 days)	Personal h/o VTE	Acute DVT (deep venous thrombosis), 3 = chronic	Proximal Component to the DVT	Elevated BNP	Elevated Troponin	RV Dilation	RV Hypokinesis/Dysfunction	Both Dilation and Dysfunction	Inconclusive (RV not well visualized)	RVSP (mmHg)	RV/LV Ratio	RV/LV Ratio .85 to .90	RV/LV Ratio .91-.94	RV/LV Ratio .95 or greater	PA/Aorta Ratio	IVC Reflux Grade	Septal Flattening	Clot Present in MPA (Main Pulmonary Artery)	Arrhythmia	Type of Arrhythmia	Shock (BP <90)	< 6 hours from CTA read to administration of tpa or EKOS	<24 hours from CTA read to administration of tpA or EKOS	Patient Status at 30 days	Readmitted to IP <30 days	Required Narcotics at discharge	Platelet <70k	Etiology of Clot	adverseEvent
0	1	89	M	W	0	152.4	56.2	24.197271	1	5	4	82	1	89	18.0	98.7	1.0	75.0	1	1	0.0	1	1	1	1	0	1	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.915966	0	1	0	0.806540	3	0	0	1.0	A-fib	1	NaN	NaN	Alive	0	0.0	0.0	recent hospitalization	1
1	2	84	F	B	4	157.5	100.4	40.483952	1	3	2	86	0	161	20.0	97.5	0.0	94.0	1	0	0.0	0	0	1	1	1	1	1	1.0	1.0	1.0	0.0	1.0	1.0	1.0	0.0	61.8	0.850123	1	0	0	1.198083	4	1	0	0.0	NaN	0	NaN	NaN	Alive	0	0.0	0.0	personal history	1
2	3	72	M	W	2	170.2	77.6	26.794440	0	3	1	71	0	178	18.0	98.6	0.0	94.0	0	0	0.0	0	0	0	0	0	0	0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	45	0.714583	0	0	0	1.003106	2	0	0	0.0	NaN	0	NaN	NaN	Alive	0	0.0	0.0	unprovoked	0
3	4	62	M	W	2	205.7	86.4	20.419503	0	2	4	88	0	137	16.0	98.7	0.0	98.0	0	0	1.0	0	0	0	1	0	0	0	1.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.986063	0	0	1	0.575130	3	0	0	0.0	NaN	0	NaN	NaN	Alive	0	0.0	0.0	unprovoked	0
4	5	65	M	W	3	198.1	158.0	40.253203	1	4	1	87	0	170	22.0	97.8	0.0	95.0	0	0	0.0	1	0	0	1	1	0	1	1.0	1.0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	0.941681	0	1	0	0.761446	2	0	0	0.0	NaN	0	NaN	NaN	Alive	0	1.0	0.0	personal history	0
5	6	58	M	W	9	182.9	72.6	21.707219	0	2	1	85	0	124	18.0	98.5	0.0	95.0	0	0	0.0	0	0	0	0	1	0	0	1.0	0.0	NaN	0.0	0.0	0.0	0.0	0.0	40	0.851648	1	0	0	0.821429	1	1	0	0.0	NaN	0	NaN	NaN	Alive	0	1.0	0.0	surgery	0
6	7	88	F	W	3	177.8	46.4	14.677580	1	4	2	86	1	97	18.0	98.4	0.0	91.0	1	0	0.0	0	0	1	1	1	0	1	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	not documented	0.867500	1	0	0	0.853333	3	0	0	0.0	NaN	0	NaN	NaN	Alive	0	0.0	0.0	personal history	1
7	8	75	M	W	6	182.9	84.2	25.175590	1	4	2	88	0	109	20.0	98.4	0.0	97.0	0	0	0.0	1	0	0	0	0	0	1	0.0	NaN	NaN	0.0	1.0	0.0	0.0	0.0	21	0.872340	1	0	0	1.128617	2	0	0	0.0	NaN	0	NaN	NaN	Alive	0	0.0	1.0	personal history	0
8	9	25	F	W	2	157.5	94.3	38.024270	0	1	1	109	0	121	18.0	97.6	0.0	100.0	1	0	0.0	0	0	0	0	0	0	1	0.0	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	0.667421	0	0	0	0.824104	1	0	0	0.0	NaN	0	NaN	NaN	Alive	0	1.0	0.0	personal history	1
9	10	78	M	W	1	170.2	81.6	28.175597	1	2	1	78	0	117	20.0	98.1	0.0	96.0	0	0	0.0	0	0	0	0	0	0	1	NaN	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	0.498054	0	0	0	0.837333	2	0	1	0.0	NaN	0	NaN	NaN	?	?	0.0	0.0	personal history	0

Last rows

	Indentificaton	Age	Gender	Race	Lenth of Stay (LOS)	Hight-cm	Weight-kg	BMI	sPESI (low risk = 0; 1 = 1 or greater)	PESI Class	PE Severity 1=low risk; 2=intermediate; 3=massive; 4=indeterminate	HR >= 110	HR	SBP	RR	Temp (F)	O2 <90% RA	O2 Sat RA	Required Supplemental O2	NRB (non-rebreather mask required)	Syncope	Active Smoker	Active Cancer	History of Cancer	CHF (Congestive Heart Failure)	Lung Disease	Renal Disease	DM (Diabetes Mellitus)	History of bleeding	Immobilization	Recent Surgery	Recent Hospital (w/in 30 days)	Personal h/o VTE	Nursing Home Resident	Acute DVT (deep venous thrombosis), 3 = chronic	Proximal Component to the DVT	Elevated BNP	Elevated Troponin	RV Dilation	RV Hypokinesis/Dysfunction	Both Dilation and Dysfunction	Inconclusive (RV not well visualized)	RVSP (mmHg)	RV/LV Ratio	RV/LV Ratio .85 to .90	RV/LV Ratio .95 or greater	PA/Aorta Ratio	IVC Reflux Grade	Septal Flattening	Clot Present in MPA (Main Pulmonary Artery)	Arrhythmia	Type of Arrhythmia	ICU Stay	EKOS	< 6 hours from CTA read to administration of tpa or EKOS	<24 hours from CTA read to administration of tpA or EKOS	Patient Status at 30 days	Readmitted to IP <30 days	Discharged with O2	Required Narcotics at discharge	Etiology of Clot	adverseEvent
148	149	55	M	W	7	182.9	135.5	40.514163	1	3	1	1	123	126	20.0	98.7	1.0	84.0	1	0	0	0.0	0	0	0	0	1	0	0	0	0	0	0	0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	30.4	1.272311	0	1	1.127168	2	1	1	0.0	NaN	1.0	1.0	0.0	0.0	Alive	0	0	1.0	unprovoked	1
149	150	69	F	W	3	167.6	117.9	41.952563	1	4	1	0	104	207	20.0	97.2	0.0	97.0	0	0	0	0.0	0	1	1	0	1	1	0	0	1	0	1	0	0.0	NaN	NaN	0.0	0.0	0.0	0.0	0.0	not documented	0.590264	0	0	0.943396	1	0	0	1.0	RBBB	0.0	0.0	NaN	NaN	Alive	0	0	0.0	surgery	0
150	151	55	F	B	2	175.3	95.7	31.156332	1	3	1	0	73	147	18.0	98.5	0.0	99.0	0	0	0	0.0	1	0	0	1	0	0	0	1	1	1	0	0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	not documented	0.769430	0	0	0.914127	2	0	0	0.0	NaN	0.0	0.0	NaN	NaN	Alive	0	0	0.0	surgery	0
151	152	27	F	W	2	190.5	76.9	21.190265	1	2	1	0	53	106	17.0	98.8	0.0	98.0	0	0	1	0.0	1	1	0	0	0	0	1	0	0	0	0	0	0.0	NaN	0.0	0.0	0.0	0.0	0.0	0.0	25.6	0.634766	0	0	0.980769	2	0	0	0.0	NaN	0.0	0.0	NaN	NaN	?	?	0	0.0	unprovoked	0
152	153	24	F	B	1	165.1	95.3	34.962200	0	1	1	0	53	133	18.0	97.9	0.0	100.0	0	0	0	NaN	0	0	0	0	0	0	0	0	0	0	0	0	NaN	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	0.846983	1	0	0.841379	3	0	0	NaN	NaN	0.0	0.0	NaN	NaN	?	?	0	0.0	oral contraceptives	0
153	154	65	M	B	4	188.0	68.5	19.389191	1	4	1	0	109	164	23.0	98.5	0.0	96.0	0	0	0	0.0	1	0	0	1	0	0	0	0	0	0	0	0	0.0	NaN	NaN	NaN	0.0	0.0	0.0	0.0	32	0.977578	0	1	0.637725	1	0	0	1.0	PAC's	0.0	0.0	NaN	NaN	Alive	0	0	0.0	malignancy	0
154	155	50	F	B	1	162.6	83.9	31.749331	1	1	1	0	66	138	13.0	98.4	0.0	98.0	0	0	0	0.0	0	0	0	0	0	1	0	1	0	0	0	0	0.0	NaN	NaN	NaN	0.0	0.0	0.0	0.0	27	0.847032	1	0	0.774510	2	0	0	0.0	NaN	0.0	0.0	NaN	NaN	Alive	0	0	1.0	unprovoked	0
155	156	69	M	W	3	193.0	120.2	32.255951	0	2	1	0	81	123	17.0	97.5	0.0	94.0	0	0	0	0.0	0	0	0	0	0	1	0	0	0	0	1	0	1.0	1.0	NaN	0.0	NaN	NaN	NaN	NaN	NaN	1.021154	0	1	0.840731	3	1	1	0.0	NaN	0.0	0.0	NaN	NaN	Alive	0	0	0.0	personal history	0
156	157	63	M	W	2	188.0	74.0	20.945988	1	5	1	0	106	143	18.0	98.1	1.0	70.0	1	1	0	0.0	1	0	0	1	0	0	0	1	0	1	1	1	1.0	1.0	0.0	0.0	1.0	1.0	1.0	0.0	not documented	1.084615	0	1	0.753501	1	1	1	0.0	NaN	1.0	0.0	NaN	NaN	Alive	0	1	0.0	malignancy	1
157	158	70	M	W	2	170.2	72.6	25.067994	1	3	1	0	102	128	18.0	99.6	0.0	91.0	1	0	0	0.0	0	0	1	0	0	0	0	0	0	0	1	0	1.0	1.0	NaN	0.0	0.0	0.0	0.0	0.0	51.2	0.963470	0	1	0.769430	2	1	1	0.0	0	0.0	0.0	NaN	NaN	?	?	0	0.0	personal history	1

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Other Punctuation characters

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows